Barney Qiao's repositories
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundation of Reinforcement Learning."
CoLAD
Official Implementation of the WACV 2022 paper: Improve Object Detection with Label Assignment Distillation.
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
drawio-desktop
Official electron build of diagrams.net
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
gitkraken-chinese
GitKraken的中文汉化补丁
gpu-burn
Multi-GPU CUDA stress test
label_with_dicom
label with dicom and ima
mmdetection
OpenMMLab Detection Toolbox and Benchmark
netron
Visualizer for neural network, deep learning, and machine learning models
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
nvtop
AMD and NVIDIA GPUs htop like monitoring tool
pytorch-be-your-own-teacher
A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', https://arxiv.org/abs/1905.08094
pytorch-grad-cam
Advanced AI Explainability for computer vision. Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples and applications for classification, object detection, segmentation, explaining image similarity and more.
pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
SeqNet
[AAAI 2021] Sequential End-to-end Network for Efficient Person Search
simpleAICV-pytorch-ImageNet-COCO-training
Training examples and results for ImageNet(ILSVRC2012)/COCO2017/VOC2007+VOC2012 datasets.Include ResNet/DarkNet/RegNet/RetinaNet/FCOS/CenterNet/YOLO series.
SoftTeacher
Semi-Supervised Learning, Object Detection, ICCV2021
twinkle-tray
Easily manage the brightness of your monitors in Windows from the system tray
yolov7
🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥